Publications: Behavior Analytics

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2016

Jin, Ling, C. Anna Spurlock, Sam Borgeson, Daniel Fredman, Liesel Hans, Siddharth Patel, and Annika Todd."Load Shape Clustering Using Residential Smart Meter Data: a Technical Memorandum." (2016).
Berger, Michael A., Liesel Hans, Kate Piscopo, and Michael D. Sohn."Exploring the Energy Benefits of Advanced Water Metering." (2016).
Granderson, Jessica, Samir Touzani, Claudine Y. Custodio, Michael D. Sohn, David A. Jump, and Samuel Fernandes."Accuracy of Automated Measurement and Verification (M&V) Techniques for Energy Savings in Commercial Buildings."Applied Energy 173 (2016) 296-308. DOI(link is external)
Eto, Joseph H, Kristina Hamachi LaCommare, Michael D. Sohn, and Heidemarie C. Caswell."Evaluating the Performance of the IEEE Standard 1366 Method for Identifying Major Event Days View Document."IEEE Transactions on Power Systems 32.2 (2016). DOI(link is external)
Morrow III, William R., Arman Shehabi, and Sarah Josephine Smith."Lifecycle Industry GreenHouse gas, Technology and Energy through the Use Phase (LIGHTEnUP) – Analysis Tool User’s Guide." (2016).
Cappers, Peter, C. Anna Spurlock, Annika Todd, Patrick Baylis, Meredith Fowlie, and Catherine Wolfram."Time-of-Use as a Default Rate for Residential Customers: Issues and Insights." (2016).
Huang, Sen, Wangda Zuo, and Michael D. Sohn."Amelioration of the cooling load based chiller sequencing control."Applied Energy 168 (2016) 204 - 215. DOI(link is external)
Spurlock, C. Anna, Peter Cappers, Ling Jin, Annika Todd, and Patrick Baylis."Go for the Silver? Evidence from field studies quantifying the difference in evaluation results between “gold standard” randomized controlled trial methods versus quasi-experimental methods."2016 ACEEE Summer Study on Energy Efficiency in Buildings (2016).
Patel, Siddharth, Sam Borgeson, Ram Rajagopal, C. Anna Spurlock, Ling Jin, and Annika Todd."Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heter ogeneity in Pricing Programs."2016 ACEEE Summer Study on Energy Efficiency in Buildings (2016).

2015

Wei, Max, Sarah Josephine Smith, and Michael D. Sohn."Non-Constant Learning Rates in Retrospective Experience Curve Analyses and their Correlation to Deployment Programs."Energy Policy 107 (2015) 356–369. DOI(link is external)
Granderson, Jessica, Samir Touzani, Claudine Y. Custodio, Michael D. Sohn, Samuel Fernandes, and David A. Jump."Assessment of Automated Measurement and Verification (M&V) Methods." (2015).
Touzani, Samir, Claudine Y. Custodio, Michael D. Sohn, Samuel Fernandes, Jessica Granderson, David A. Jump, and Cody Taylor."M & V Shootout: Setting the Stage For Testing the Performance of New Energy Baseline."2015 International Energy Program Evaluation Conference (2015).
Todd, Annika, Michael Perry, Brian Smith, Michael J. Sullivan, Peter Cappers, and Charles A. Goldman."Insights from Smart Meters: Ramp-up, dependability, and short-term persistence of savings from Home Energy Reports." (2015).
Hoffman, Ian M., Steven R. Schiller, Annika Todd, Megan A. Billingsley, Charles A. Goldman, and Lisa C. Schwartz."Energy Savings Lifetimes and Persistence: Practices, Issues and Data." (2015).
Granderson, Jessica, Phillip N. Price, David A. Jump, Nathan J. Addy, and Michael D. Sohn."Automated Measurement and Verification: Performance of Public Domain Whole-Building Electric Baseline Models."Applied Energy 144 (2015) 106-113. DOI(link is external)
Yang, Hung-Chia, Sally M. Donovan, Scott J. Young, Jeffery B. Greenblatt, and Louis-Benoit Desroches."Assessment of household appliance surveys collected with Amazon Mechanical Turk."Energy Efficiency (2015). DOI(link is external)
Mathew, Paul A., Laurel N. Dunn, Michael D. Sohn, Andrea C. Mercado, Claudine Custudio, and Travis Walter."Big-data for building energy performance: Lessons from assembling a very large national database of building energy use."Applied Energy 140 (2015) 85 - 93. DOI(link is external)
Donovan, Sally M., Scott J. Young, and Jeffery B. Greenblatt."Ice-Making in the U.S.: Results from an Amazon Mechanical Turk Survey." (2015).
Smith, Sarah Josephine, Max Wei, and Michael D. Sohn."Retrospective North American CFL Experience Curve Analysis and Correlation to Deployment Programs." (2015).

2014

Desroches, Louis-Benoit, Heidi Fuchs, Jeffery B. Greenblatt, Stacy Pratt, Henry Willem, Erin S. Claybaugh, Bereket Beraki, Mythri Nagaraju, Sarah K. Price, and Scott J. Young."Computer usage and national energy consumption: Results from a field-metering study." (2014).
Todd, Annika, Michael Perry, Brian Smith, Michael J. Sullivan, Peter Cappers, and Charles A. Goldman."Insights from Smart Meters: Identifying Specific Actions, Behaviors and Characteristics that drive savings in Behavior-Based Programs." (2014).
Mathew, Paul A., Laurel N. Dunn, Michael D. Sohn, Andrea C. Mercado, Claudine Y. Custodio, and Travis Walter."Big-Data for Building Energy Performance: Lessons from Assembling a Very Large National Database of Building Energy Use." (2014).
Walter, Travis, Phillip N. Price, and Michael D. Sohn."Uncertainty estimation improves energy measurement and verification procedures."Applied Energy 130 (2014) 230 - 236. DOI(link is external)
Desroches, Louis-Benoit, Jeffery B. Greenblatt, Stacy Pratt, Henry Willem, Erin S. Claybaugh, Bereket Beraki, Mythri Nagaraju, Sarah K. Price, Scott J. Young, Sally M. Donovan, and Mohan Ganeshalingam."Video game console usage and US national energy consumption: Results from a field-metering study."Energy Efficiency (2014). DOI(link is external)
Granderson, Jessica, David A. Jump, Phillip N. Price, and Michael D. Sohn."Performance Metrics and Objective Testing Methods for Energy Baseline Modeling Software." (2014).